Matches in SemOpenAlex for { <https://semopenalex.org/work/W64841805> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W64841805 endingPage "992" @default.
- W64841805 startingPage "991" @default.
- W64841805 abstract "The general area of machine discovery focuses on methods to use computers to perform or assist discovery tasks. Herbert Simon described it as “gradual problemsolving processes of searching large problem spaces for incompletely defined goal objects” [Simon, 1995, p.171]. Today machine discovery research falls into two major categories, scientific discovery and knowledge discovery and data mining (KDD). In this paper we propose a new research direction that lies somewhere in-between these two trends: we call it interesting instance discovery (IID) which aims at discovering interesting instances in large, multi-relational datasets. There are three important characteristics for IID research: (1) Unlike scientific discovery and KDD, it aims at the discovery of particular interesting instances as opposed to general laws or patterns. (2) It is dealing with multi-relational data instead of numeric data that is best described as a relational graph or a semantic net. In such a network nodes represent objects and links represent relationships between them – see Figure 1 for an example of such a network from a bibliography domain. (3) Similar to KDD, it also focuses on data that are too large and complex to be analyzed manually by humans." @default.
- W64841805 created "2016-06-24" @default.
- W64841805 creator A5087480257 @default.
- W64841805 date "2004-07-25" @default.
- W64841805 modified "2023-09-22" @default.
- W64841805 title "Interesting instance discovery in multi-relational data" @default.
- W64841805 cites W2131417257 @default.
- W64841805 cites W2145551210 @default.
- W64841805 cites W2913461794 @default.
- W64841805 hasPublicationYear "2004" @default.
- W64841805 type Work @default.
- W64841805 sameAs 64841805 @default.
- W64841805 citedByCount "1" @default.
- W64841805 countsByYear W648418052014 @default.
- W64841805 crossrefType "proceedings-article" @default.
- W64841805 hasAuthorship W64841805A5087480257 @default.
- W64841805 hasConcept C105445830 @default.
- W64841805 hasConcept C120567893 @default.
- W64841805 hasConcept C124101348 @default.
- W64841805 hasConcept C136764020 @default.
- W64841805 hasConcept C15744967 @default.
- W64841805 hasConcept C188147891 @default.
- W64841805 hasConcept C23123220 @default.
- W64841805 hasConcept C2522767166 @default.
- W64841805 hasConcept C2777516300 @default.
- W64841805 hasConcept C2984917352 @default.
- W64841805 hasConcept C41008148 @default.
- W64841805 hasConcept C5655090 @default.
- W64841805 hasConcept C93518851 @default.
- W64841805 hasConceptScore W64841805C105445830 @default.
- W64841805 hasConceptScore W64841805C120567893 @default.
- W64841805 hasConceptScore W64841805C124101348 @default.
- W64841805 hasConceptScore W64841805C136764020 @default.
- W64841805 hasConceptScore W64841805C15744967 @default.
- W64841805 hasConceptScore W64841805C188147891 @default.
- W64841805 hasConceptScore W64841805C23123220 @default.
- W64841805 hasConceptScore W64841805C2522767166 @default.
- W64841805 hasConceptScore W64841805C2777516300 @default.
- W64841805 hasConceptScore W64841805C2984917352 @default.
- W64841805 hasConceptScore W64841805C41008148 @default.
- W64841805 hasConceptScore W64841805C5655090 @default.
- W64841805 hasConceptScore W64841805C93518851 @default.
- W64841805 hasLocation W648418051 @default.
- W64841805 hasOpenAccess W64841805 @default.
- W64841805 hasPrimaryLocation W648418051 @default.
- W64841805 hasRelatedWork W172850475 @default.
- W64841805 hasRelatedWork W19269161 @default.
- W64841805 hasRelatedWork W1955211732 @default.
- W64841805 hasRelatedWork W1971421925 @default.
- W64841805 hasRelatedWork W1987895560 @default.
- W64841805 hasRelatedWork W2061901927 @default.
- W64841805 hasRelatedWork W2078236515 @default.
- W64841805 hasRelatedWork W2141111097 @default.
- W64841805 hasRelatedWork W2405056824 @default.
- W64841805 hasRelatedWork W2734052975 @default.
- W64841805 hasRelatedWork W2792934287 @default.
- W64841805 hasRelatedWork W2900531459 @default.
- W64841805 hasRelatedWork W2904261673 @default.
- W64841805 hasRelatedWork W2951949004 @default.
- W64841805 hasRelatedWork W2980850196 @default.
- W64841805 hasRelatedWork W3040539305 @default.
- W64841805 hasRelatedWork W3047519683 @default.
- W64841805 hasRelatedWork W3138254819 @default.
- W64841805 hasRelatedWork W3157333265 @default.
- W64841805 hasRelatedWork W3186417831 @default.
- W64841805 isParatext "false" @default.
- W64841805 isRetracted "false" @default.
- W64841805 magId "64841805" @default.
- W64841805 workType "article" @default.